Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 327 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 53.6 KiB |
| Average record size in memory | 168.0 B |
Variable types
| NUM | 20 |
|---|
WHITE_FEMALE is highly correlated with AFRICAN_AMERICAN_FEMALE and 3 other fields | High correlation |
AFRICAN_AMERICAN_FEMALE is highly correlated with WHITE_FEMALE and 4 other fields | High correlation |
MALE is highly correlated with FEMALE | High correlation |
FEMALE is highly correlated with MALE | High correlation |
AFRICAN_AMERICAN_MALE is highly correlated with AFRICAN_AMERICAN_FEMALE and 3 other fields | High correlation |
WHITE_MALE is highly correlated with AFRICAN_AMERICAN_FEMALE and 2 other fields | High correlation |
AFRICAN_AMERICAN is highly correlated with AFRICAN_AMERICAN_FEMALE and 4 other fields | High correlation |
ASIAN is highly correlated with ASIAN_FEMALE and 1 other fields | High correlation |
ASIAN_FEMALE is highly correlated with ASIAN | High correlation |
ASIAN_MALE is highly correlated with ASIAN | High correlation |
HISPANIC is highly correlated with HISPANIC_FEMALE and 1 other fields | High correlation |
HISPANIC_FEMALE is highly correlated with HISPANIC | High correlation |
HISPANIC_MALE is highly correlated with HISPANIC | High correlation |
WHITE is highly correlated with AFRICAN_AMERICAN_FEMALE and 4 other fields | High correlation |
ECONOMICALLY_DISADVANTAGED has unique values | Unique |
HISPANIC_FEMALE has 10 (3.1%) zeros | Zeros |
ASIAN_FEMALE has 82 (25.1%) zeros | Zeros |
AFRICAN_AMERICAN_FEMALE has 11 (3.4%) zeros | Zeros |
WHITE_FEMALE has 15 (4.6%) zeros | Zeros |
AFRICAN_AMERICAN_MALE has 11 (3.4%) zeros | Zeros |
WHITE_MALE has 8 (2.4%) zeros | Zeros |
ASIAN_MALE has 87 (26.6%) zeros | Zeros |
HISPANIC_MALE has 7 (2.1%) zeros | Zeros |
AFRICAN_AMERICAN has 4 (1.2%) zeros | Zeros |
ASIAN has 58 (17.7%) zeros | Zeros |
Reproduction
| Analysis started | 2020-11-03 18:03:45.408759 |
|---|---|
| Analysis finished | 2020-11-03 18:04:54.360624 |
| Duration | 1 minute and 8.95 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
DISTRICT_ID
Real number (ℝ≥0)
| Distinct | 121 |
|---|---|
| Distinct (%) | 37.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 530.6544343 |
|---|---|
| Minimum | 10 |
| Maximum | 985 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 63.7 |
| Q1 | 277.5 |
| median | 570 |
| Q3 | 792 |
| 95-th percentile | 940 |
| Maximum | 985 |
| Range | 975 |
| Interquartile range (IQR) | 514.5 |
Descriptive statistics
| Standard deviation | 284.2355151 |
|---|---|
| Coefficient of variation (CV) | 0.5356320362 |
| Kurtosis | -1.295871971 |
| Mean | 530.6544343 |
| Median Absolute Deviation (MAD) | 240 |
| Skewness | -0.2056363684 |
| Sum | 173524 |
| Variance | 80789.82807 |
| Monotocity | Increasing |
| Value | Count | Frequency (%) | |
| 792 | 37 | 11.3% | |
| 190 | 24 | 7.3% | |
| 330 | 18 | 5.5% | |
| 470 | 15 | 4.6% | |
| 940 | 10 | 3.1% | |
| 830 | 8 | 2.4% | |
| 750 | 8 | 2.4% | |
| 630 | 7 | 2.1% | |
| 600 | 6 | 1.8% | |
| 740 | 6 | 1.8% | |
| Other values (111) | 188 | 57.5% |
| Value | Count | Frequency (%) | |
| 10 | 2 | 0.6% | |
| 12 | 1 | 0.3% | |
| 20 | 3 | 0.9% | |
| 30 | 1 | 0.3% | |
| 40 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 985 | 5 | 1.5% | |
| 950 | 5 | 1.5% | |
| 940 | 10 | 3.1% | |
| 930 | 1 | 0.3% | |
| 920 | 4 | 1.2% |
SCHOOL_ID
Real number (ℝ≥0)
| Distinct | 156 |
|---|---|
| Distinct (%) | 47.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 748.8012232 |
|---|---|
| Minimum | 1 |
| Maximum | 8275 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7.3 |
| Q1 | 25 |
| median | 50 |
| Q3 | 122.5 |
| 95-th percentile | 8008.6 |
| Maximum | 8275 |
| Range | 8274 |
| Interquartile range (IQR) | 97.5 |
Descriptive statistics
| Standard deviation | 1994.994425 |
|---|---|
| Coefficient of variation (CV) | 2.664251023 |
| Kurtosis | 8.80494845 |
| Mean | 748.8012232 |
| Median Absolute Deviation (MAD) | 35 |
| Skewness | 3.154846337 |
| Sum | 244858 |
| Variance | 3980002.755 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 15 | 19 | 5.8% | |
| 25 | 19 | 5.8% | |
| 40 | 14 | 4.3% | |
| 10 | 12 | 3.7% | |
| 20 | 11 | 3.4% | |
| 35 | 10 | 3.1% | |
| 30 | 9 | 2.8% | |
| 5 | 9 | 2.8% | |
| 45 | 8 | 2.4% | |
| 70 | 6 | 1.8% | |
| Other values (146) | 210 | 64.2% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.3% | |
| 2 | 1 | 0.3% | |
| 3 | 4 | 1.2% | |
| 4 | 1 | 0.3% | |
| 5 | 9 | 2.8% |
| Value | Count | Frequency (%) | |
| 8275 | 1 | 0.3% | |
| 8252 | 1 | 0.3% | |
| 8234 | 1 | 0.3% | |
| 8232 | 1 | 0.3% | |
| 8217 | 1 | 0.3% |
grad_rate
Real number (ℝ≥0)
| Distinct | 45 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8921406728 |
|---|---|
| Minimum | 0.11 |
| Maximum | 0.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0.11 |
|---|---|
| 5-th percentile | 0.676 |
| Q1 | 0.88 |
| median | 0.93 |
| Q3 | 0.96 |
| 95-th percentile | 0.98 |
| Maximum | 0.99 |
| Range | 0.88 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.1269015068 |
|---|---|
| Coefficient of variation (CV) | 0.1422438306 |
| Kurtosis | 16.84823771 |
| Mean | 0.8921406728 |
| Median Absolute Deviation (MAD) | 0.03 |
| Skewness | -3.657600245 |
| Sum | 291.73 |
| Variance | 0.01610399242 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.96 | 36 | 11.0% | |
| 0.94 | 35 | 10.7% | |
| 0.97 | 29 | 8.9% | |
| 0.92 | 28 | 8.6% | |
| 0.93 | 24 | 7.3% | |
| 0.95 | 22 | 6.7% | |
| 0.98 | 21 | 6.4% | |
| 0.91 | 18 | 5.5% | |
| 0.9 | 16 | 4.9% | |
| 0.88 | 12 | 3.7% | |
| Other values (35) | 86 | 26.3% |
| Value | Count | Frequency (%) | |
| 0.11 | 1 | 0.3% | |
| 0.12 | 1 | 0.3% | |
| 0.15 | 1 | 0.3% | |
| 0.19 | 1 | 0.3% | |
| 0.2 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.99 | 8 | 2.4% | |
| 0.98 | 21 | 6.4% | |
| 0.97 | 29 | 8.9% | |
| 0.96 | 36 | 11.0% | |
| 0.95 | 22 | 6.7% |
TOTAL
Real number (ℝ≥0)
| Distinct | 302 |
|---|---|
| Distinct (%) | 92.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 876.6360856 |
|---|---|
| Minimum | 13 |
| Maximum | 2773 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 120.6 |
| Q1 | 452 |
| median | 728 |
| Q3 | 1209 |
| 95-th percentile | 2041.1 |
| Maximum | 2773 |
| Range | 2760 |
| Interquartile range (IQR) | 757 |
Descriptive statistics
| Standard deviation | 573.2477481 |
|---|---|
| Coefficient of variation (CV) | 0.6539175805 |
| Kurtosis | 0.253089679 |
| Mean | 876.6360856 |
| Median Absolute Deviation (MAD) | 341 |
| Skewness | 0.8970511019 |
| Sum | 286660 |
| Variance | 328612.9807 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1006 | 3 | 0.9% | |
| 554 | 3 | 0.9% | |
| 1667 | 2 | 0.6% | |
| 533 | 2 | 0.6% | |
| 833 | 2 | 0.6% | |
| 818 | 2 | 0.6% | |
| 407 | 2 | 0.6% | |
| 445 | 2 | 0.6% | |
| 914 | 2 | 0.6% | |
| 707 | 2 | 0.6% | |
| Other values (292) | 305 | 93.3% |
| Value | Count | Frequency (%) | |
| 13 | 1 | 0.3% | |
| 16 | 1 | 0.3% | |
| 29 | 1 | 0.3% | |
| 37 | 1 | 0.3% | |
| 51 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2773 | 1 | 0.3% | |
| 2734 | 1 | 0.3% | |
| 2411 | 1 | 0.3% | |
| 2329 | 1 | 0.3% | |
| 2295 | 1 | 0.3% |
| Distinct | 327 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3268897077 |
|---|---|
| Minimum | 0.007798440312 |
| Maximum | 0.8571428571 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0.007798440312 |
|---|---|
| 5-th percentile | 0.0714057229 |
| Q1 | 0.220296362 |
| median | 0.3027777778 |
| Q3 | 0.397238552 |
| 95-th percentile | 0.6741727912 |
| Maximum | 0.8571428571 |
| Range | 0.8493444168 |
| Interquartile range (IQR) | 0.17694219 |
Descriptive statistics
| Standard deviation | 0.1686775526 |
|---|---|
| Coefficient of variation (CV) | 0.5160075358 |
| Kurtosis | 0.5547541236 |
| Mean | 0.3268897077 |
| Median Absolute Deviation (MAD) | 0.08657072274 |
| Skewness | 0.7650649861 |
| Sum | 106.8929344 |
| Variance | 0.02845211674 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.3333333333 | 1 | 0.3% | |
| 0.2734478203 | 1 | 0.3% | |
| 0.5460048426 | 1 | 0.3% | |
| 0.7020648968 | 1 | 0.3% | |
| 0.4282907662 | 1 | 0.3% | |
| 0.3041958042 | 1 | 0.3% | |
| 0.3 | 1 | 0.3% | |
| 0.6363636364 | 1 | 0.3% | |
| 0.3344671202 | 1 | 0.3% | |
| 0.3718459495 | 1 | 0.3% | |
| Other values (317) | 317 | 96.9% |
| Value | Count | Frequency (%) | |
| 0.007798440312 | 1 | 0.3% | |
| 0.01066816395 | 1 | 0.3% | |
| 0.01557093426 | 1 | 0.3% | |
| 0.02506963788 | 1 | 0.3% | |
| 0.02869518138 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.8571428571 | 1 | 0.3% | |
| 0.8259911894 | 1 | 0.3% | |
| 0.8032490975 | 1 | 0.3% | |
| 0.7868561279 | 1 | 0.3% | |
| 0.7713414634 | 1 | 0.3% |
| Distinct | 323 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4865956549 |
|---|---|
| Minimum | 0.1538461538 |
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0.1538461538 |
|---|---|
| 5-th percentile | 0.4395424157 |
| Q1 | 0.4696411413 |
| median | 0.4849699399 |
| Q3 | 0.5010976447 |
| 95-th percentile | 0.5421590809 |
| Maximum | 1 |
| Range | 0.8461538462 |
| Interquartile range (IQR) | 0.03145650346 |
Descriptive statistics
| Standard deviation | 0.06028468513 |
|---|---|
| Coefficient of variation (CV) | 0.1238907181 |
| Kurtosis | 23.51855634 |
| Mean | 0.4865956549 |
| Median Absolute Deviation (MAD) | 0.015625331 |
| Skewness | 1.01582001 |
| Sum | 159.1167792 |
| Variance | 0.003634243262 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.4821428571 | 3 | 0.9% | |
| 0.5 | 2 | 0.6% | |
| 0.5217391304 | 2 | 0.6% | |
| 0.5223880597 | 1 | 0.3% | |
| 0.4916958042 | 1 | 0.3% | |
| 0.4859708193 | 1 | 0.3% | |
| 0.5213675214 | 1 | 0.3% | |
| 0.4756446991 | 1 | 0.3% | |
| 0.4988207547 | 1 | 0.3% | |
| 0.3098591549 | 1 | 0.3% | |
| Other values (313) | 313 | 95.7% |
| Value | Count | Frequency (%) | |
| 0.1538461538 | 1 | 0.3% | |
| 0.1836734694 | 1 | 0.3% | |
| 0.2368421053 | 1 | 0.3% | |
| 0.25 | 1 | 0.3% | |
| 0.275862069 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.3% | |
| 0.7297297297 | 1 | 0.3% | |
| 0.7111913357 | 1 | 0.3% | |
| 0.6822429907 | 1 | 0.3% | |
| 0.6666666667 | 1 | 0.3% |
| Distinct | 312 |
|---|---|
| Distinct (%) | 95.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.039851951 |
|---|---|
| Minimum | 0 |
| Maximum | 0.3874643875 |
| Zeros | 10 |
| Zeros (%) | 3.1% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.003209064327 |
| Q1 | 0.01214741509 |
| median | 0.02362204724 |
| Q3 | 0.04831310117 |
| 95-th percentile | 0.1445876109 |
| Maximum | 0.3874643875 |
| Range | 0.3874643875 |
| Interquartile range (IQR) | 0.03616568609 |
Descriptive statistics
| Standard deviation | 0.04981535935 |
|---|---|
| Coefficient of variation (CV) | 1.250010554 |
| Kurtosis | 13.2859392 |
| Mean | 0.039851951 |
| Median Absolute Deviation (MAD) | 0.01386121915 |
| Skewness | 3.148653787 |
| Sum | 13.03158798 |
| Variance | 0.002481570027 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 10 | 3.1% | |
| 0.009900990099 | 3 | 0.9% | |
| 0.005025125628 | 2 | 0.6% | |
| 0.01315789474 | 2 | 0.6% | |
| 0.01061007958 | 2 | 0.6% | |
| 0.003752345216 | 2 | 0.6% | |
| 0.06268784886 | 1 | 0.3% | |
| 0.01768707483 | 1 | 0.3% | |
| 0.0675944334 | 1 | 0.3% | |
| 0.006756756757 | 1 | 0.3% | |
| Other values (302) | 302 | 92.4% |
| Value | Count | Frequency (%) | |
| 0 | 10 | 3.1% | |
| 0.002118644068 | 1 | 0.3% | |
| 0.002202643172 | 1 | 0.3% | |
| 0.002277904328 | 1 | 0.3% | |
| 0.002364066194 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.3874643875 | 1 | 0.3% | |
| 0.3287671233 | 1 | 0.3% | |
| 0.2642706131 | 1 | 0.3% | |
| 0.2409638554 | 1 | 0.3% | |
| 0.2337078652 | 1 | 0.3% |
| Distinct | 243 |
|---|---|
| Distinct (%) | 74.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.007728359289 |
|---|---|
| Minimum | 0 |
| Maximum | 0.0899820036 |
| Zeros | 82 |
| Zeros (%) | 25.1% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.0004222972973 |
| median | 0.003541912633 |
| Q3 | 0.009459774603 |
| 95-th percentile | 0.02944246047 |
| Maximum | 0.0899820036 |
| Range | 0.0899820036 |
| Interquartile range (IQR) | 0.009037477306 |
Descriptive statistics
| Standard deviation | 0.01152424548 |
|---|---|
| Coefficient of variation (CV) | 1.491163266 |
| Kurtosis | 12.83757639 |
| Mean | 0.007728359289 |
| Median Absolute Deviation (MAD) | 0.003541912633 |
| Skewness | 3.051041407 |
| Sum | 2.527173488 |
| Variance | 0.0001328082339 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 82 | 25.1% | |
| 0.01123595506 | 2 | 0.6% | |
| 0.01449275362 | 2 | 0.6% | |
| 0.007163323782 | 2 | 0.6% | |
| 0.003870967742 | 1 | 0.3% | |
| 0.03444782168 | 1 | 0.3% | |
| 0.001459854015 | 1 | 0.3% | |
| 0.002442002442 | 1 | 0.3% | |
| 0.01534170153 | 1 | 0.3% | |
| 0.003658536585 | 1 | 0.3% | |
| Other values (233) | 233 | 71.3% |
| Value | Count | Frequency (%) | |
| 0 | 82 | 25.1% | |
| 0.0008445945946 | 1 | 0.3% | |
| 0.0009891196835 | 1 | 0.3% | |
| 0.001047120419 | 1 | 0.3% | |
| 0.001094091904 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.0899820036 | 1 | 0.3% | |
| 0.07130825379 | 1 | 0.3% | |
| 0.05589614136 | 1 | 0.3% | |
| 0.0536380597 | 1 | 0.3% | |
| 0.05215189873 | 1 | 0.3% |
| Distinct | 314 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1247527596 |
|---|---|
| Minimum | 0 |
| Maximum | 0.6448598131 |
| Zeros | 11 |
| Zeros (%) | 3.4% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.003059472162 |
| Q1 | 0.01309401927 |
| median | 0.04743083004 |
| Q3 | 0.1808198279 |
| 95-th percentile | 0.4791562354 |
| Maximum | 0.6448598131 |
| Range | 0.6448598131 |
| Interquartile range (IQR) | 0.1677258087 |
Descriptive statistics
| Standard deviation | 0.1592933622 |
|---|---|
| Coefficient of variation (CV) | 1.276872453 |
| Kurtosis | 0.6811652616 |
| Mean | 0.1247527596 |
| Median Absolute Deviation (MAD) | 0.040208481 |
| Skewness | 1.405757605 |
| Sum | 40.79415238 |
| Variance | 0.02537437524 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 11 | 3.4% | |
| 0.01098901099 | 2 | 0.6% | |
| 0.003496503497 | 2 | 0.6% | |
| 0.01047120419 | 2 | 0.6% | |
| 0.5202312139 | 1 | 0.3% | |
| 0.004504504505 | 1 | 0.3% | |
| 0.4085365854 | 1 | 0.3% | |
| 0.04251207729 | 1 | 0.3% | |
| 0.005555555556 | 1 | 0.3% | |
| 0.08848715509 | 1 | 0.3% | |
| Other values (304) | 304 | 93.0% |
| Value | Count | Frequency (%) | |
| 0 | 11 | 3.4% | |
| 0.000761614623 | 1 | 0.3% | |
| 0.001422475107 | 1 | 0.3% | |
| 0.001964636542 | 1 | 0.3% | |
| 0.002415458937 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.6448598131 | 1 | 0.3% | |
| 0.5714285714 | 1 | 0.3% | |
| 0.5612535613 | 1 | 0.3% | |
| 0.5539033457 | 1 | 0.3% | |
| 0.5272397094 | 1 | 0.3% |
| Distinct | 312 |
|---|---|
| Distinct (%) | 95.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3117908165 |
|---|---|
| Minimum | 0 |
| Maximum | 0.6756756757 |
| Zeros | 15 |
| Zeros (%) | 4.6% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.001737678957 |
| Q1 | 0.1786388525 |
| median | 0.3805555556 |
| Q3 | 0.4412827452 |
| 95-th percentile | 0.4750749251 |
| Maximum | 0.6756756757 |
| Range | 0.6756756757 |
| Interquartile range (IQR) | 0.2626438927 |
Descriptive statistics
| Standard deviation | 0.165776808 |
|---|---|
| Coefficient of variation (CV) | 0.5316924017 |
| Kurtosis | -0.7570343847 |
| Mean | 0.3117908165 |
| Median Absolute Deviation (MAD) | 0.07548840049 |
| Skewness | -0.776248733 |
| Sum | 101.955597 |
| Variance | 0.02748195008 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 15 | 4.6% | |
| 0.4444444444 | 2 | 0.6% | |
| 0.4211123723 | 1 | 0.3% | |
| 0.004728132388 | 1 | 0.3% | |
| 0.3201990875 | 1 | 0.3% | |
| 0.2664092664 | 1 | 0.3% | |
| 0.3516483516 | 1 | 0.3% | |
| 0.03660130719 | 1 | 0.3% | |
| 0.02786994028 | 1 | 0.3% | |
| 0.4418604651 | 1 | 0.3% | |
| Other values (302) | 302 | 92.4% |
| Value | Count | Frequency (%) | |
| 0 | 15 | 4.6% | |
| 0.001488095238 | 1 | 0.3% | |
| 0.001721170396 | 1 | 0.3% | |
| 0.001776198934 | 1 | 0.3% | |
| 0.001915708812 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.6756756757 | 1 | 0.3% | |
| 0.6 | 1 | 0.3% | |
| 0.568627451 | 1 | 0.3% | |
| 0.537037037 | 1 | 0.3% | |
| 0.5194805195 | 1 | 0.3% |
| Distinct | 323 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5134043451 |
|---|---|
| Minimum | 0 |
| Maximum | 0.8461538462 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4578409191 |
| Q1 | 0.4989023553 |
| median | 0.5150300601 |
| Q3 | 0.5303588587 |
| 95-th percentile | 0.5604575843 |
| Maximum | 0.8461538462 |
| Range | 0.8461538462 |
| Interquartile range (IQR) | 0.03145650346 |
Descriptive statistics
| Standard deviation | 0.06028468513 |
|---|---|
| Coefficient of variation (CV) | 0.1174214549 |
| Kurtosis | 23.51855634 |
| Mean | 0.5134043451 |
| Median Absolute Deviation (MAD) | 0.015625331 |
| Skewness | -1.01582001 |
| Sum | 167.8832208 |
| Variance | 0.003634243262 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.5178571429 | 3 | 0.9% | |
| 0.5 | 2 | 0.6% | |
| 0.4782608696 | 2 | 0.6% | |
| 0.4776119403 | 1 | 0.3% | |
| 0.4949392713 | 1 | 0.3% | |
| 0.515960534 | 1 | 0.3% | |
| 0.5348837209 | 1 | 0.3% | |
| 0.5515151515 | 1 | 0.3% | |
| 0.503045067 | 1 | 0.3% | |
| 0.5085348506 | 1 | 0.3% | |
| Other values (313) | 313 | 95.7% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 0.2702702703 | 1 | 0.3% | |
| 0.2888086643 | 1 | 0.3% | |
| 0.3177570093 | 1 | 0.3% | |
| 0.3333333333 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.8461538462 | 1 | 0.3% | |
| 0.8163265306 | 1 | 0.3% | |
| 0.7631578947 | 1 | 0.3% | |
| 0.75 | 1 | 0.3% | |
| 0.724137931 | 1 | 0.3% |
| Distinct | 317 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1215015049 |
|---|---|
| Minimum | 0 |
| Maximum | 0.5576407507 |
| Zeros | 11 |
| Zeros (%) | 3.4% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.002269417223 |
| Q1 | 0.01469913303 |
| median | 0.05129913391 |
| Q3 | 0.1856731575 |
| 95-th percentile | 0.4639587561 |
| Maximum | 0.5576407507 |
| Range | 0.5576407507 |
| Interquartile range (IQR) | 0.1709740244 |
Descriptive statistics
| Standard deviation | 0.1502822207 |
|---|---|
| Coefficient of variation (CV) | 1.236875385 |
| Kurtosis | 0.5338676258 |
| Mean | 0.1215015049 |
| Median Absolute Deviation (MAD) | 0.04302361978 |
| Skewness | 1.352877798 |
| Sum | 39.7309921 |
| Variance | 0.02258474586 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 11 | 3.4% | |
| 0.009328358209 | 1 | 0.3% | |
| 0.02250803859 | 1 | 0.3% | |
| 0.02702702703 | 1 | 0.3% | |
| 0.06032482599 | 1 | 0.3% | |
| 0.0202020202 | 1 | 0.3% | |
| 0.1430317848 | 1 | 0.3% | |
| 0.05013192612 | 1 | 0.3% | |
| 0.02682701203 | 1 | 0.3% | |
| 0.1977077364 | 1 | 0.3% | |
| Other values (307) | 307 | 93.9% |
| Value | Count | Frequency (%) | |
| 0 | 11 | 3.4% | |
| 0.001468428781 | 1 | 0.3% | |
| 0.001715265866 | 1 | 0.3% | |
| 0.001869158879 | 1 | 0.3% | |
| 0.002012072435 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.5576407507 | 1 | 0.3% | |
| 0.5286624204 | 1 | 0.3% | |
| 0.5090252708 | 1 | 0.3% | |
| 0.506097561 | 1 | 0.3% | |
| 0.5044052863 | 1 | 0.3% |
| Distinct | 320 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.33865467 |
|---|---|
| Minimum | 0 |
| Maximum | 0.7692307692 |
| Zeros | 8 |
| Zeros (%) | 2.4% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.004303594352 |
| Q1 | 0.229159772 |
| median | 0.4050297816 |
| Q3 | 0.4719601677 |
| 95-th percentile | 0.5165941365 |
| Maximum | 0.7692307692 |
| Range | 0.7692307692 |
| Interquartile range (IQR) | 0.2428003957 |
Descriptive statistics
| Standard deviation | 0.1760047989 |
|---|---|
| Coefficient of variation (CV) | 0.5197176193 |
| Kurtosis | -0.5948250582 |
| Mean | 0.33865467 |
| Median Absolute Deviation (MAD) | 0.08529279904 |
| Skewness | -0.7598101866 |
| Sum | 110.7400771 |
| Variance | 0.03097768922 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 8 | 2.4% | |
| 0.4722222222 | 1 | 0.3% | |
| 0.3692307692 | 1 | 0.3% | |
| 0.4776490066 | 1 | 0.3% | |
| 0.4971857411 | 1 | 0.3% | |
| 0.4066543438 | 1 | 0.3% | |
| 0.4667832168 | 1 | 0.3% | |
| 0.3809753742 | 1 | 0.3% | |
| 0.008849557522 | 1 | 0.3% | |
| 0.4174372523 | 1 | 0.3% | |
| Other values (310) | 310 | 94.8% |
| Value | Count | Frequency (%) | |
| 0 | 8 | 2.4% | |
| 0.00181598063 | 1 | 0.3% | |
| 0.002070393375 | 1 | 0.3% | |
| 0.002169197397 | 1 | 0.3% | |
| 0.002680965147 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.7692307692 | 1 | 0.3% | |
| 0.6896551724 | 1 | 0.3% | |
| 0.6875 | 1 | 0.3% | |
| 0.5916230366 | 1 | 0.3% | |
| 0.582278481 | 1 | 0.3% |
| Distinct | 235 |
|---|---|
| Distinct (%) | 71.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.007391464617 |
|---|---|
| Minimum | 0 |
| Maximum | 0.06958608278 |
| Zeros | 87 |
| Zeros (%) | 26.6% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.003658536585 |
| Q3 | 0.009138647666 |
| 95-th percentile | 0.02849408732 |
| Maximum | 0.06958608278 |
| Range | 0.06958608278 |
| Interquartile range (IQR) | 0.009138647666 |
Descriptive statistics
| Standard deviation | 0.0109408413 |
|---|---|
| Coefficient of variation (CV) | 1.480199374 |
| Kurtosis | 8.807196186 |
| Mean | 0.007391464617 |
| Median Absolute Deviation (MAD) | 0.003658536585 |
| Skewness | 2.734796319 |
| Sum | 2.41700893 |
| Variance | 0.0001197020083 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 87 | 26.6% | |
| 0.001321003963 | 2 | 0.6% | |
| 0.004535147392 | 2 | 0.6% | |
| 0.007662835249 | 2 | 0.6% | |
| 0.001748251748 | 2 | 0.6% | |
| 0.005235602094 | 2 | 0.6% | |
| 0.002865329513 | 2 | 0.6% | |
| 0.01256038647 | 1 | 0.3% | |
| 0.001751313485 | 1 | 0.3% | |
| 0.01288106483 | 1 | 0.3% | |
| Other values (225) | 225 | 68.8% |
| Value | Count | Frequency (%) | |
| 0 | 87 | 26.6% | |
| 0.0006053268765 | 1 | 0.3% | |
| 0.0009661835749 | 1 | 0.3% | |
| 0.0009891196835 | 1 | 0.3% | |
| 0.0009920634921 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.06958608278 | 1 | 0.3% | |
| 0.05964010283 | 1 | 0.3% | |
| 0.05589614136 | 1 | 0.3% | |
| 0.05558772438 | 1 | 0.3% | |
| 0.05479452055 | 1 | 0.3% |
| Distinct | 317 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04285318493 |
|---|---|
| Minimum | 0 |
| Maximum | 0.3044397463 |
| Zeros | 7 |
| Zeros (%) | 2.1% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.003812412402 |
| Q1 | 0.01280292361 |
| median | 0.02512077295 |
| Q3 | 0.04781731642 |
| 95-th percentile | 0.1498944739 |
| Maximum | 0.3044397463 |
| Range | 0.3044397463 |
| Interquartile range (IQR) | 0.03501439281 |
Descriptive statistics
| Standard deviation | 0.05058822459 |
|---|---|
| Coefficient of variation (CV) | 1.180500928 |
| Kurtosis | 8.084025942 |
| Mean | 0.04285318493 |
| Median Absolute Deviation (MAD) | 0.01452188479 |
| Skewness | 2.607735633 |
| Sum | 14.01299147 |
| Variance | 0.002559168468 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 7 | 2.1% | |
| 0.02272727273 | 3 | 0.9% | |
| 0.02027027027 | 2 | 0.6% | |
| 0.02197802198 | 2 | 0.6% | |
| 0.07682926829 | 1 | 0.3% | |
| 0.03751803752 | 1 | 0.3% | |
| 0.04545454545 | 1 | 0.3% | |
| 0.006756756757 | 1 | 0.3% | |
| 0.02477477477 | 1 | 0.3% | |
| 0.03587736464 | 1 | 0.3% | |
| Other values (307) | 307 | 93.9% |
| Value | Count | Frequency (%) | |
| 0 | 7 | 2.1% | |
| 0.001210653753 | 1 | 0.3% | |
| 0.001519756839 | 1 | 0.3% | |
| 0.001860465116 | 1 | 0.3% | |
| 0.001919385797 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.3044397463 | 1 | 0.3% | |
| 0.2977624785 | 1 | 0.3% | |
| 0.2922465209 | 1 | 0.3% | |
| 0.2909231963 | 1 | 0.3% | |
| 0.216966581 | 1 | 0.3% |
| Distinct | 324 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2462542645 |
|---|---|
| Minimum | 0 |
| Maximum | 0.9962825279 |
| Zeros | 4 |
| Zeros (%) | 1.2% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.006618685977 |
| Q1 | 0.02826568197 |
| median | 0.1023174464 |
| Q3 | 0.3642978714 |
| 95-th percentile | 0.9424950251 |
| Maximum | 0.9962825279 |
| Range | 0.9962825279 |
| Interquartile range (IQR) | 0.3360321895 |
Descriptive statistics
| Standard deviation | 0.3050510741 |
|---|---|
| Coefficient of variation (CV) | 1.238764635 |
| Kurtosis | 0.3998034493 |
| Mean | 0.2462542645 |
| Median Absolute Deviation (MAD) | 0.08565077977 |
| Skewness | 1.329996772 |
| Sum | 80.52514448 |
| Variance | 0.09305615781 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 4 | 1.2% | |
| 0.006944444444 | 1 | 0.3% | |
| 0.05795918367 | 1 | 0.3% | |
| 0.1390346275 | 1 | 0.3% | |
| 0.9675090253 | 1 | 0.3% | |
| 0.3 | 1 | 0.3% | |
| 0.1316526611 | 1 | 0.3% | |
| 0.006756756757 | 1 | 0.3% | |
| 0.9076376554 | 1 | 0.3% | |
| 0.04153354633 | 1 | 0.3% | |
| Other values (314) | 314 | 96.0% |
| Value | Count | Frequency (%) | |
| 0 | 4 | 1.2% | |
| 0.001468428781 | 1 | 0.3% | |
| 0.003300330033 | 1 | 0.3% | |
| 0.003610108303 | 1 | 0.3% | |
| 0.003838771593 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.9962825279 | 1 | 0.3% | |
| 0.9939209726 | 1 | 0.3% | |
| 0.9937888199 | 1 | 0.3% | |
| 0.9927360775 | 1 | 0.3% | |
| 0.9919571046 | 1 | 0.3% |
| Distinct | 262 |
|---|---|
| Distinct (%) | 80.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01511982391 |
|---|---|
| Minimum | 0 |
| Maximum | 0.1595680864 |
| Zeros | 58 |
| Zeros (%) | 17.7% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.002507406106 |
| median | 0.007407407407 |
| Q3 | 0.01794226812 |
| 95-th percentile | 0.05873310862 |
| Maximum | 0.1595680864 |
| Range | 0.1595680864 |
| Interquartile range (IQR) | 0.01543486201 |
Descriptive statistics
| Standard deviation | 0.02173617057 |
|---|---|
| Coefficient of variation (CV) | 1.437594161 |
| Kurtosis | 10.53127843 |
| Mean | 0.01511982391 |
| Median Absolute Deviation (MAD) | 0.006226769863 |
| Skewness | 2.872614551 |
| Sum | 4.944182417 |
| Variance | 0.000472461111 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 58 | 17.7% | |
| 0.01149425287 | 3 | 0.9% | |
| 0.01020408163 | 3 | 0.9% | |
| 0.003496503497 | 2 | 0.6% | |
| 0.0101010101 | 2 | 0.6% | |
| 0.003752345216 | 2 | 0.6% | |
| 0.008403361345 | 2 | 0.6% | |
| 0.005730659026 | 1 | 0.3% | |
| 0.01103646833 | 1 | 0.3% | |
| 0.00172860847 | 1 | 0.3% | |
| Other values (252) | 252 | 77.1% |
| Value | Count | Frequency (%) | |
| 0 | 58 | 17.7% | |
| 0.0006053268765 | 1 | 0.3% | |
| 0.0009940357853 | 1 | 0.3% | |
| 0.001047120419 | 1 | 0.3% | |
| 0.001180637544 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.1595680864 | 1 | 0.3% | |
| 0.1162268389 | 1 | 0.3% | |
| 0.1117922827 | 1 | 0.3% | |
| 0.1028277635 | 1 | 0.3% | |
| 0.1007462687 | 1 | 0.3% |
| Distinct | 321 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.08270513593 |
|---|---|
| Minimum | 0 |
| Maximum | 0.5687103594 |
| Zeros | 3 |
| Zeros (%) | 0.9% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.009309798851 |
| Q1 | 0.02539639994 |
| median | 0.04885343968 |
| Q3 | 0.09243912729 |
| 95-th percentile | 0.3082011652 |
| Maximum | 0.5687103594 |
| Range | 0.5687103594 |
| Interquartile range (IQR) | 0.06704272735 |
Descriptive statistics
| Standard deviation | 0.09589075091 |
|---|---|
| Coefficient of variation (CV) | 1.159429216 |
| Kurtosis | 6.85342087 |
| Mean | 0.08270513593 |
| Median Absolute Deviation (MAD) | 0.02844527642 |
| Skewness | 2.483899513 |
| Sum | 27.04457945 |
| Variance | 0.009195036111 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.9% | |
| 0.02040816327 | 2 | 0.6% | |
| 0.02702702703 | 2 | 0.6% | |
| 0.03921568627 | 2 | 0.6% | |
| 0.05405405405 | 2 | 0.6% | |
| 0.5387263339 | 1 | 0.3% | |
| 0.07389635317 | 1 | 0.3% | |
| 0.1806136681 | 1 | 0.3% | |
| 0.002070393375 | 1 | 0.3% | |
| 0.05688622754 | 1 | 0.3% | |
| Other values (311) | 311 | 95.1% |
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.9% | |
| 0.001519756839 | 1 | 0.3% | |
| 0.002070393375 | 1 | 0.3% | |
| 0.003278688525 | 1 | 0.3% | |
| 0.003289473684 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.5687103594 | 1 | 0.3% | |
| 0.5387263339 | 1 | 0.3% | |
| 0.5228859581 | 1 | 0.3% | |
| 0.4657534247 | 1 | 0.3% | |
| 0.4562624254 | 1 | 0.3% |
| Distinct | 323 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6504454865 |
|---|---|
| Minimum | 0 |
| Maximum | 0.9901315789 |
| Zeros | 3 |
| Zeros (%) | 0.9% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.006020840393 |
| Q1 | 0.4337778131 |
| median | 0.8 |
| Q3 | 0.9156325336 |
| 95-th percentile | 0.9666470203 |
| Maximum | 0.9901315789 |
| Range | 0.9901315789 |
| Interquartile range (IQR) | 0.4818547205 |
Descriptive statistics
| Standard deviation | 0.3328340086 |
|---|---|
| Coefficient of variation (CV) | 0.5117016192 |
| Kurtosis | -0.6567692288 |
| Mean | 0.6504454865 |
| Median Absolute Deviation (MAD) | 0.1411764706 |
| Skewness | -0.920380187 |
| Sum | 212.6956741 |
| Variance | 0.1107784773 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.9% | |
| 0.9375 | 2 | 0.6% | |
| 0.9464285714 | 2 | 0.6% | |
| 0.9123134328 | 1 | 0.3% | |
| 0.002070393375 | 1 | 0.3% | |
| 0.6275659824 | 1 | 0.3% | |
| 0.005769230769 | 1 | 0.3% | |
| 0.7228116711 | 1 | 0.3% | |
| 0.1228878648 | 1 | 0.3% | |
| 0.911227154 | 1 | 0.3% | |
| Other values (313) | 313 | 95.7% |
| Value | Count | Frequency (%) | |
| 0 | 3 | 0.9% | |
| 0.001488095238 | 1 | 0.3% | |
| 0.001721170396 | 1 | 0.3% | |
| 0.00181598063 | 1 | 0.3% | |
| 0.002070393375 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 0.9901315789 | 1 | 0.3% | |
| 0.9884836852 | 1 | 0.3% | |
| 0.9840348331 | 1 | 0.3% | |
| 0.9805194805 | 1 | 0.3% | |
| 0.9803278689 | 1 | 0.3% |
Expend_per_pupil
Real number (ℝ≥0)
| Distinct | 324 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10175.23171 |
|---|---|
| Minimum | 3684.62 |
| Maximum | 39520.57 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.6 KiB |
Quantile statistics
| Minimum | 3684.62 |
|---|---|
| 5-th percentile | 7518.356 |
| Q1 | 8446.06 |
| median | 9276.97 |
| Q3 | 10776.51 |
| 95-th percentile | 14150.932 |
| Maximum | 39520.57 |
| Range | 35835.95 |
| Interquartile range (IQR) | 2330.45 |
Descriptive statistics
| Standard deviation | 3630.95075 |
|---|---|
| Coefficient of variation (CV) | 0.3568420703 |
| Kurtosis | 29.59366918 |
| Mean | 10175.23171 |
| Median Absolute Deviation (MAD) | 1066.95 |
| Skewness | 4.559330384 |
| Sum | 3327300.77 |
| Variance | 13183803.35 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5449.59 | 4 | 1.2% | |
| 10789.43 | 1 | 0.3% | |
| 8923.33 | 1 | 0.3% | |
| 8266.13 | 1 | 0.3% | |
| 12476.7 | 1 | 0.3% | |
| 12407.37 | 1 | 0.3% | |
| 8364.25 | 1 | 0.3% | |
| 8652.22 | 1 | 0.3% | |
| 11513.85 | 1 | 0.3% | |
| 9016.75 | 1 | 0.3% | |
| Other values (314) | 314 | 96.0% |
| Value | Count | Frequency (%) | |
| 3684.62 | 1 | 0.3% | |
| 4945.8 | 1 | 0.3% | |
| 5304.33 | 1 | 0.3% | |
| 5449.59 | 4 | 1.2% | |
| 5541.14 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 39520.57 | 1 | 0.3% | |
| 38263.25 | 1 | 0.3% | |
| 33437.25 | 1 | 0.3% | |
| 26797.29 | 1 | 0.3% | |
| 21491.84 | 1 | 0.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| DISTRICT_ID | SCHOOL_ID | grad_rate | TOTAL | ECONOMICALLY_DISADVANTAGED | FEMALE | HISPANIC_FEMALE | ASIAN_FEMALE | AFRICAN_AMERICAN_FEMALE | WHITE_FEMALE | MALE | AFRICAN_AMERICAN_MALE | WHITE_MALE | ASIAN_MALE | HISPANIC_MALE | AFRICAN_AMERICAN | ASIAN | HISPANIC | WHITE | Expend_per_pupil | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 10 | 2 | 0.96 | 1075 | 0.247442 | 0.482791 | 0.008372 | 0.005581 | 0.002791 | 0.465116 | 0.517209 | 0.007442 | 0.500465 | 0.004651 | 0.001860 | 0.010233 | 0.010233 | 0.010233 | 0.965581 | 9171.37 |
| 1 | 10 | 25 | 0.95 | 1120 | 0.339286 | 0.451786 | 0.010714 | 0.008036 | 0.020536 | 0.409821 | 0.548214 | 0.019643 | 0.505357 | 0.003571 | 0.016071 | 0.040179 | 0.011607 | 0.026786 | 0.915179 | 9523.76 |
| 2 | 12 | 35 | 0.92 | 1406 | 0.199858 | 0.491465 | 0.044097 | 0.019203 | 0.070413 | 0.351351 | 0.508535 | 0.085349 | 0.346373 | 0.024182 | 0.046942 | 0.155761 | 0.043385 | 0.091038 | 0.697724 | 12546.31 |
| 3 | 20 | 13 | 0.98 | 481 | 0.193347 | 0.442827 | 0.037422 | 0.002079 | 0.016632 | 0.382536 | 0.557173 | 0.027027 | 0.482328 | 0.004158 | 0.037422 | 0.043659 | 0.006237 | 0.074844 | 0.864865 | 9106.97 |
| 4 | 20 | 20 | 0.89 | 1506 | 0.371846 | 0.490704 | 0.169323 | 0.003320 | 0.086321 | 0.228420 | 0.509296 | 0.083001 | 0.255644 | 0.007968 | 0.160691 | 0.169323 | 0.011288 | 0.330013 | 0.484064 | 7418.07 |
| 5 | 20 | 35 | 0.91 | 534 | 0.237828 | 0.488764 | 0.056180 | 0.003745 | 0.020599 | 0.408240 | 0.511236 | 0.022472 | 0.423221 | 0.000000 | 0.059925 | 0.043071 | 0.003745 | 0.116105 | 0.831461 | 8279.85 |
| 6 | 30 | 25 | 0.94 | 637 | 0.326531 | 0.486656 | 0.006279 | 0.001570 | 0.010989 | 0.461538 | 0.513344 | 0.028257 | 0.463108 | 0.003140 | 0.012559 | 0.039246 | 0.004710 | 0.018838 | 0.924647 | 9673.19 |
| 7 | 40 | 5 | 0.93 | 515 | 0.386408 | 0.448544 | 0.021359 | 0.000000 | 0.009709 | 0.415534 | 0.551456 | 0.007767 | 0.489320 | 0.001942 | 0.038835 | 0.017476 | 0.001942 | 0.060194 | 0.904854 | 10027.42 |
| 8 | 50 | 63 | 0.93 | 1396 | 0.207736 | 0.493553 | 0.035817 | 0.007163 | 0.009312 | 0.437679 | 0.506447 | 0.014327 | 0.449140 | 0.002865 | 0.033668 | 0.023639 | 0.010029 | 0.069484 | 0.886819 | 9268.68 |
| 9 | 50 | 155 | 0.93 | 1667 | 0.151170 | 0.499700 | 0.017397 | 0.002999 | 0.008398 | 0.469106 | 0.500300 | 0.017397 | 0.457109 | 0.004799 | 0.018596 | 0.025795 | 0.007798 | 0.035993 | 0.926215 | 8945.95 |
Last rows
| DISTRICT_ID | SCHOOL_ID | grad_rate | TOTAL | ECONOMICALLY_DISADVANTAGED | FEMALE | HISPANIC_FEMALE | ASIAN_FEMALE | AFRICAN_AMERICAN_FEMALE | WHITE_FEMALE | MALE | AFRICAN_AMERICAN_MALE | WHITE_MALE | ASIAN_MALE | HISPANIC_MALE | AFRICAN_AMERICAN | ASIAN | HISPANIC | WHITE | Expend_per_pupil | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 317 | 950 | 25 | 0.94 | 1895 | 0.247493 | 0.486016 | 0.058575 | 0.011609 | 0.078100 | 0.335620 | 0.513984 | 0.079683 | 0.362005 | 0.006332 | 0.063852 | 0.157784 | 0.017942 | 0.122427 | 0.697625 | 7842.51 |
| 318 | 950 | 30 | 0.97 | 2220 | 0.071171 | 0.487838 | 0.018018 | 0.013964 | 0.044595 | 0.407207 | 0.512162 | 0.050450 | 0.420270 | 0.013964 | 0.024775 | 0.095045 | 0.027928 | 0.042793 | 0.827477 | 7519.21 |
| 319 | 950 | 60 | 0.96 | 571 | 0.185639 | 0.460595 | 0.005254 | 0.001751 | 0.021016 | 0.432574 | 0.539405 | 0.035026 | 0.476357 | 0.001751 | 0.021016 | 0.056042 | 0.003503 | 0.026270 | 0.908932 | 10360.40 |
| 320 | 950 | 73 | 0.97 | 1935 | 0.109044 | 0.473902 | 0.027390 | 0.016021 | 0.050646 | 0.375711 | 0.526098 | 0.047028 | 0.430491 | 0.012920 | 0.033592 | 0.097674 | 0.028941 | 0.060982 | 0.806202 | 7995.72 |
| 321 | 950 | 87 | 0.94 | 75 | 0.120000 | 0.666667 | 0.026667 | 0.026667 | 0.013333 | 0.600000 | 0.333333 | 0.013333 | 0.293333 | 0.000000 | 0.013333 | 0.026667 | 0.026667 | 0.040000 | 0.893333 | 20049.13 |
| 322 | 985 | 45 | 0.12 | 174 | 0.494253 | 0.586207 | 0.028736 | 0.011494 | 0.522989 | 0.022989 | 0.413793 | 0.339080 | 0.022989 | 0.000000 | 0.045977 | 0.862069 | 0.011494 | 0.074713 | 0.045977 | 8025.96 |
| 323 | 985 | 50 | 0.11 | 173 | 0.531792 | 0.554913 | 0.028902 | 0.000000 | 0.520231 | 0.005780 | 0.445087 | 0.421965 | 0.005780 | 0.000000 | 0.017341 | 0.942197 | 0.000000 | 0.046243 | 0.011561 | 8876.53 |
| 324 | 985 | 8055 | 0.80 | 520 | 0.682692 | 0.494231 | 0.005769 | 0.005769 | 0.482692 | 0.000000 | 0.505769 | 0.492308 | 0.005769 | 0.001923 | 0.005769 | 0.975000 | 0.007692 | 0.011538 | 0.005769 | 9794.46 |
| 325 | 985 | 8065 | 0.73 | 513 | 0.647173 | 0.477583 | 0.005848 | 0.000000 | 0.471735 | 0.000000 | 0.522417 | 0.499025 | 0.013645 | 0.000000 | 0.009747 | 0.970760 | 0.000000 | 0.015595 | 0.013645 | 9890.77 |
| 326 | 985 | 8140 | 0.60 | 461 | 0.709328 | 0.498915 | 0.008677 | 0.006508 | 0.483731 | 0.000000 | 0.501085 | 0.483731 | 0.002169 | 0.000000 | 0.015184 | 0.967462 | 0.006508 | 0.023861 | 0.002169 | 10769.02 |